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docker-compose.yml
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version: "1"
x-airflow-common: &airflow-common
image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.9.3}
environment: &airflow-common-env
AIRFLOW__CORE__EXECUTOR: CeleryExecutor
AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow
AIRFLOW__CELERY__RESULT_BACKEND: db+postgresql://airflow:airflow@postgres/airflow
AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0
AIRFLOW__CORE__FERNET_KEY: ""
AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "true"
AIRFLOW__CORE__LOAD_EXAMPLES: "false"
AIRFLOW__API__AUTH_BACKENDS: "airflow.api.auth.backend.basic_auth,airflow.api.auth.backend.session"
AIRFLOW__SCHEDULER__ENABLE_HEALTH_CHECK: "true"
_PIP_ADDITIONAL_REQUIREMENTS: ${_PIP_ADDITIONAL_REQUIREMENTS:-}
volumes:
- ${AIRFLOW_PROJ_DIR:-.}/dags:/opt/airflow/dags
- ${AIRFLOW_PROJ_DIR:-.}/logs:/opt/airflow/logs
- ${AIRFLOW_PROJ_DIR:-.}/config:/opt/airflow/config
- ${AIRFLOW_PROJ_DIR:-.}/plugins:/opt/airflow/plugins
user: "${AIRFLOW_UID:-50000}:0"
depends_on: &airflow-common-depends-on
redis:
condition: service_healthy
postgres:
condition: service_healthy
services:
postgres:
image: postgres:13
environment:
POSTGRES_USER: airflow
POSTGRES_PASSWORD: airflow
POSTGRES_DB: airflow
volumes:
- postgres-db-volume:/var/lib/postgresql/data
healthcheck:
test: ["CMD", "pg_isready", "-U", "airflow"]
interval: 10s
retries: 5
start_period: 5s
restart: always
profiles:
- airflow
- all
- sqoop
- test3
redis:
image: redis:7.2-bookworm
expose:
- 6379
healthcheck:
test: ["CMD", "redis-cli", "ping"]
interval: 10s
timeout: 30s
retries: 50
start_period: 30s
restart: always
profiles:
- airflow
- all
- sqoop
- test3
airflow-webserver:
<<: *airflow-common
command: webserver
container_name: airflow-webserver
ports:
- "6060:8080"
healthcheck:
test: ["CMD", "curl", "--fail", "http://localhost:8080/health"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
depends_on:
<<: *airflow-common-depends-on
airflow-init:
condition: service_completed_successfully
profiles:
- airflow
- all
- sqoop
- test3
airflow-scheduler:
<<: *airflow-common
command: scheduler
healthcheck:
test: ["CMD", "curl", "--fail", "http://localhost:8974/health"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
depends_on:
<<: *airflow-common-depends-on
airflow-init:
condition: service_completed_successfully
profiles:
- airflow
- all
- sqoop
- test3
airflow-worker:
<<: *airflow-common
command: celery worker
healthcheck:
test:
- "CMD-SHELL"
- 'celery --app airflow.providers.celery.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}" || celery --app airflow.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}"'
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
environment:
<<: *airflow-common-env
DUMB_INIT_SETSID: "0"
restart: always
depends_on:
<<: *airflow-common-depends-on
airflow-init:
condition: service_completed_successfully
profiles:
- airflow
- all
- sqoop
- test3
airflow-triggerer:
<<: *airflow-common
command: triggerer
healthcheck:
test:
[
"CMD-SHELL",
'airflow jobs check --job-type TriggererJob --hostname "$${HOSTNAME}"',
]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
depends_on:
<<: *airflow-common-depends-on
airflow-init:
condition: service_completed_successfully
profiles:
- airflow
- all
- sqoop
- test3
airflow-init:
<<: *airflow-common
entrypoint: /bin/bash
command:
- -c
- |
if [[ -z "${AIRFLOW_UID}" ]]; then
echo
echo -e "\033[1;33mWARNING!!!: AIRFLOW_UID not set!\e[0m"
echo "If you are on Linux, you SHOULD follow the instructions below to set "
echo "AIRFLOW_UID environment variable, otherwise files will be owned by root."
echo "For other operating systems you can get rid of the warning with manually created .env file:"
echo " See: https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#setting-the-right-airflow-user"
echo
fi
one_meg=1048576
mem_available=$$(($$(getconf _PHYS_PAGES) * $$(getconf PAGE_SIZE) / one_meg))
cpus_available=$$(grep -cE 'cpu[0-9]+' /proc/stat)
disk_available=$$(df / | tail -1 | awk '{print $$4}')
warning_resources="false"
if (( mem_available < 4000 )) ; then
echo
echo -e "\033[1;33mWARNING!!!: Not enough memory available for Docker.\e[0m"
echo "At least 4GB of memory required. You have $$(numfmt --to iec $$((mem_available * one_meg)))"
echo
warning_resources="true"
fi
if (( cpus_available < 2 )); then
echo
echo -e "\033[1;33mWARNING!!!: Not enough CPUS available for Docker.\e[0m"
echo "At least 2 CPUs recommended. You have $${cpus_available}"
echo
warning_resources="true"
fi
if (( disk_available < one_meg * 10 )); then
echo
echo -e "\033[1;33mWARNING!!!: Not enough Disk space available for Docker.\e[0m"
echo "At least 10 GBs recommended. You have $$(numfmt --to iec $$((disk_available * 1024 )))"
echo
warning_resources="true"
fi
if [[ $${warning_resources} == "true" ]]; then
echo
echo -e "\033[1;33mWARNING!!!: You have not enough resources to run Airflow (see above)!\e[0m"
echo "Please follow the instructions to increase amount of resources available:"
echo " https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#before-you-begin"
echo
fi
mkdir -p /sources/logs /sources/dags /sources/plugins
chown -R "${AIRFLOW_UID}:0" /sources/{logs,dags,plugins}
exec /entrypoint airflow version
environment:
<<: *airflow-common-env
_AIRFLOW_DB_MIGRATE: "true"
_AIRFLOW_WWW_USER_CREATE: "true"
_AIRFLOW_WWW_USER_USERNAME: ${_AIRFLOW_WWW_USER_USERNAME:-airflow}
_AIRFLOW_WWW_USER_PASSWORD: ${_AIRFLOW_WWW_USER_PASSWORD:-airflow}
_PIP_ADDITIONAL_REQUIREMENTS: ""
user: "0:0"
volumes:
- ${AIRFLOW_PROJ_DIR:-.}:/sources
profiles:
- airflow
- all
- sqoop
- test3
airflow-cli:
<<: *airflow-common
profiles:
- debug
environment:
<<: *airflow-common-env
CONNECTION_CHECK_MAX_COUNT: "0"
command:
- bash
- -c
- airflow
- all
flower:
<<: *airflow-common
command: celery flower
profiles:
- flower
- all
- sqoop
- test3
ports:
- "5555:5555"
healthcheck:
test: ["CMD", "curl", "--fail", "http://localhost:5555/"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
depends_on:
<<: *airflow-common-depends-on
airflow-init:
condition: service_completed_successfully
namenode:
image: nghia294/hadoop-arm64:v9.0
container_name: namenode
hostname: namenode
ports:
- "8088:8088"
- "9000:9000"
env_file:
- hadoop.env
tty: true
volumes:
- hadoop_conf:/usr/local/hadoop/etc/hadoop
- hadoop_in:/usr/local/hadoop
- ./hdfs:/home/setup
profiles:
- hadoop
- sqoop
- all
- test1
- test2
- test3
datanode:
image: nghia294/hadoop-arm64:v9.0
container_name: datanode
hostname: datanode
tty: true
env_file:
- hadoop.env
depends_on:
- namenode
profiles:
- hadoop
- sqoop
- all
- test1
- test2
- test3
postgres-ecom:
image: postgres:13
container_name: db-ecom
hostname: postgres_ecom
ports:
- "5431:5432"
environment:
- POSTGRES_USER=postgres
- POSTGRES_PASSWORD=postgres
- POSTGRES_DB=ecom
restart: always
volumes:
- ./postgresDB/backup/:/home/
profiles:
- db
- sqoop
- all
- test3
sqoop:
image: nghia294/sqoop:v6.0
container_name: sqoop
hostname: sqoop
depends_on:
- datanode
tty: true
volumes:
- hadoop_in:/usr/local/hadoop
profiles:
- sqoop
- all
- test3
nifi:
image: apache/nifi:1.27.0
container_name: nifi
hostname: nifi
ports:
- target: 8443
published: 8443
protocol: tcp
mode: host
volumes:
- ./nifi/database_repository:/opt/nifi/nifi-current/database_repository
- ./nifi/flowfile_repository:/opt/nifi/nifi-current/flowfile_repository
- ./nifi/content_repository:/opt/nifi/nifi-current/content_repository
- ./nifi/provenance_repository:/opt/nifi/nifi-current/provenance_repository
- ./nifi/state:/opt/nifi/nifi-current/state
- ./nifi/logs:/opt/nifi/nifi-current/logs
- ./nifi/data:/home/data
- hadoop_conf:/opt/hadoop-3.2.1/etc/hadoop/
environment:
NIFI_WEB_HTTP_PORT: 8443
profiles:
- nifi
- test1
- sqoop
- test2
- all
kafka:
hostname: kafka
image: bitnami/kafka:3.2
container_name: kafka
ports:
- "9094:9094"
env_file:
- ./kafka.env
profiles:
- kafka
- test1
- test2
- all
redpanda:
image: redpandadata/console:v2.7.1
container_name: redpanda
depends_on:
- kafka
ports:
- 1010:8080
environment:
- KAFKA_BROKERS=kafka:9094
profiles:
- redpanda
- test1
- test2
- all
elasticsearch:
image: elasticsearch:7.17.23
hostname: es01
container_name: elasticsearch
restart: always
environment:
ES_JAVA_OPTS: "-Xmx256m -Xms256m"
discovery.type: single-node
ports:
- "9200:9200"
- "9300:9300"
profiles:
- es
- test1
- all
kibana:
image: kibana:7.17.23
container_name: kibana
restart: always
ports:
- "5601:5601"
environment:
- ELASTICSEARCH_URL=http://elasticsearch:9200
depends_on:
- elasticsearch
profiles:
- es
- test1
- all
logstash:
image: logstash:7.17.23
container_name: logstash
hostname: logstash
restart: always
volumes:
- ./logstash/:/logstash_dir
- spark_master_logs:/opt/spark/logs
command: logstash -f /logstash_dir/logstash.conf
depends_on:
- elasticsearch
ports:
- "9600:9600"
environment:
LS_JAVA_OPTS: "-Xmx256m -Xms256m"
profiles:
- es
- test1
- all
filebeat:
user: root
container_name: filebeat
hostname: filebeat
image: elastic/filebeat:7.17.23
depends_on:
- logstash
volumes:
- ./mylogs:/usr/share/filebeat/mylogs
- ./filebeat/filebeat.yml:/usr/share/filebeat/filebeat.yml
- spark_master_logs:/opt/spark/logs
command: ["--strict.perms=false"]
ulimits:
memlock:
soft: -1
hard: -1
tty: true
profiles:
- es
- test1
- all
spark-master:
image: nghia294/spark-arm64:v9.0
container_name: spark-master
hostname: spark-master
depends_on:
- namenode
- datanode
ports:
- "8080:8080"
- "7077:7077"
- "10003:10000"
- "10004:10001"
environment:
- SPARK_MODE=master
- SPARK_MASTER_HOST=spark-master
- HADOOP_CONF_DIR=/opt/hadoop/etc/hadoop
- CORE_CONF_fs_defaultFS=hdfs://namenode:9000
- SPARK_HOME=/opt/spark
- HIVE_CONF_DIR=/opt/hive/conf
- HIVE_METASTORE_URI="thrift://metastore:9083"
volumes:
- hadoop_conf:/opt/hadoop/etc/hadoop
- spark_master_logs:/opt/spark/logs
- ./spark/apps:/opt/spark-apps
- ./spark/data:/opt/spark-data
- ./hiveconf:/opt/hive/conf
- ./sparkconfig:/opt/spark/conf
profiles:
- hdp_spark
- hdp_hive_spark
- test1
- sqoop
- spark
- test2
- test3
- all
spark-worker-1:
image: nghia294/spark-arm64:v9.0
container_name: spark-worker
depends_on:
- spark-master
ports:
- "8081:8081"
environment:
- SPARK_MASTER=spark://spark-master:7077
- SPARK_WORKLOAD=worker
- CORE_CONF_fs_defaultFS=hdfs://namenode:9000
- HADOOP_CONF_DIR=/opt/hadoop/etc/hadoop
- HIVE_CONF_DIR=/opt/hive/conf
- HIVE_METASTORE_URI="thrift://metastore:9083"
volumes:
- hadoop_conf:/opt/hadoop/etc/hadoop
- ./hiveconf:/opt/hive/conf
profiles:
- hdp_spark
- hdp_hive_spark
- test1
- sqoop
- spark
- test2
- test3
- all
postgres-hive:
image: postgres:13
restart: unless-stopped
container_name: hpostgres
hostname: hpostgres
environment:
POSTGRES_DB: "metastore_db"
POSTGRES_USER: "hive"
POSTGRES_PASSWORD: "password"
ports:
- "5432:5432"
volumes:
- hive-db:/var/lib/postgresql
profiles:
- hdp_hive
- hdp_hive_spark
- test1
- sqoop
- test3
- all
metastore:
image: apache/hive:4.0.0
depends_on:
- postgres-hive
container_name: metastore
hostname: metastore
environment:
DB_DRIVER: postgres
SERVICE_NAME: "metastore"
SERVICE_OPTS:
"-Xmx1G -Djavax.jdo.option.ConnectionDriverName=org.postgresql.Driver
-Djavax.jdo.option.ConnectionURL=jdbc:postgresql://hpostgres:5432/metastore_db
-Djavax.jdo.option.ConnectionUserName=hive
-Djavax.jdo.option.ConnectionPassword=password"
ports:
- 9083
volumes:
- warehouse:/opt/hive/data/warehouse
- type: bind
source: ${POSTGRES_LOCAL_PATH}
target: /opt/hive/lib/postgres.jar
- ./hiveconf:/opt/hive/conf
profiles:
- hdp_hive
- hdp_hive_spark
- test1
- sqoop
- test3
- all
hiveserver2:
image: apache/hive:4.0.0
hostname: hiveserver2
depends_on:
- metastore
container_name: hiveserver2
environment:
HIVE_SERVER2_THRIFT_PORT: 10000
SERVICE_OPTS: "-Xmx1G -Dhive.metastore.uris=thrift://metastore:9083"
IS_RESUME: "true"
SERVICE_NAME: "hiveserver2"
SERVICE_PRECONDITION: "metastore:9083"
HIVE_METASTORE_URI: "thrift://metastore:9083"
ports:
- "10000:10000"
- "10002:10002"
volumes:
- ./hiveconf:/opt/hive/conf
profiles:
- hdp_hive
- hdp_hive_spark
- test1
- sqoop
- test3
- all
cassandra1:
image: cassandra:4.1.6
container_name: cassandra1
hostname: cassandra1
ports:
- "9042:9042"
environment: &environment
CASSANDRA_SEEDS: "cassandra1,cassandra2"
CASSANDRA_CLUSTER_NAME: MyTestCluster
CASSANDRA_DC: DC1
CASSANDRA_RACK: RACK1
CASSANDRA_ENDPOINT_SNITCH: GossipingPropertyFileSnitch
CASSANDRA_NUM_TOKENS: 128
volumes:
- ./cassandra:/home/setup
profiles:
- test1
- cassandra
- test2
- all
cassandra2:
image: cassandra:4.1.6
container_name: cassandra2
hostname: cassandra2
ports:
- "9043:9042"
environment: *environment
depends_on:
cassandra1:
condition: service_started
profiles:
- test1
- cassandra
- test2
- all
grafana:
image: grafana/grafana:10.2.3-ubuntu
container_name: grafana
ports:
- 3000:3000
profiles:
- grafana
- test1
- test2
- all
jupyter-pyspar:
image: jupyter/pyspark-notebook:python-3.11
container_name: jupyter-pyspark
environment:
JUPYTER_ENABLE_LAB: yes
SPARK_MASTER: spark://spark-master:7077
CORE_CONF_fs_defaultFS: hdfs://namenode:9000
HADOOP_CONF_DIR: /opt/hadoop/etc/hadoop
ports:
- "9999:8888"
volumes:
- ./notebook:/home/work
- hadoop_conf:/opt/hadoop/etc/hadoop/
- spark_home:/spark
profiles:
- test3
- all
volumes:
postgres-db-volume:
spark_home:
hadoop_conf:
hadoop_in:
spark_master_logs:
hive-db:
warehouse: